The Periodic Table of Data Literacy Program Elements by Data-X Academy
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The Periodic Table of Data Literacy Program Elements contains the components needed to kick-start, build and implement a sustainable enterprise level data literacy program. This helps build data fluency across the organization to power data-driven decision making. Contact - trainme@data-x.academy
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The Periodic Table of Data Literacy Program Elements by Data-X Academy
- 1. DL DX PM CM EVALUATING DATA BASED DECISIONS EDD 100 DL IDENTIFYING DATA ID 005 DL METADATA MANAGEMENT MTD 013 DL DATA CURATION DCU 012 DL COLLECTING DATA CD 006 DL DATA QUALITY ASSURANCE QA 007 DL ORGANIZING DATA OD 008 DL MANUAL DATA MANIPULATION MDM 009 DL PROGRAMIC DATA MANIPULATION PDM 010 DL DATA FORM CONVERSION DCV 011 DL DX BL PM EVALUATING DATA BASED DECISIONS DMM 100 001 DL STAT. LITERACY - DISPERSION DD 004 DL STAT. LITERACY - CENTRALITY DC 003 DL DATA ECOSYSTEM EC 002 BASIC ANALYTICS BA DATA STORYTELLING ENLIGHTEN SE DATA STORYTELLING EXPLAIN SX DESCRIPTIVE ANALYTICS DS DATA VISUALIZATION ASSESSMENT DV PROBLEM IDENTIFICATION PI 025 EVALUATING DATA BASED DECISIONS ED 029 DATA INTEPRETATION DT DATA ETHICS - OUTCOMES ET DATA ETHICS - BIAS ET CULTURE - MINDSET - OUTWARD VIEW MO CULTURE - MINDSET - INWARD VIEW MI DL CULTURE - ATTITUDE DAT 031 SYSTEMS THINKING TH STRATEGIC PERSPECTIVE ST CRITICAL THINKING TH ROLE PERFORMANCE MEASUREMENT PM INTERNAL - MARKET ORIENTATION MO EXTERNAL - MARKET ORIENTATION MO ADAPTABILITY AD DIGITAL LEARNING LN COLLABORATION CL PM CAPABILITIES ANALYSIS CPA 053 I PM KPI - LEARNING OUTCOMES LO 063 I PM BUSINESS PROBLEM CATALOGUE BP 058 I PM KPI - ORGANIZATION LEVEL OL 061 I PM KPI - BEHAVIOURAL CHANGE LEVEL BL 062 I CM CHANGE READINESS CR 054 VI PM DATA PRODUCER + CONSUMER RESEARCH UR 055 I PM DATA STRATEGY DSTRAT 057 I PM CAPITAL BENEFIT CP 067 II PM COST BENEFIT CS 066 II PM REVENUE BENEFIT RV 065 II PM CAPITAL + OPERATING EXPENDITURE XP 068 III PM STEERING COMMITTEE SCM 069 IV PM S.M.E WORKING GROUPS WK 080 IV PM EXECUTIVE SPONSOR ESP 070 IV PM PROGRAM MANAGER PGM 071 IV PM DATA EVANGELISTS DEV 072 IV PM EXTERNAL RISK ER 076 V PM TECHNICAL RISK TR 075 V PM ORGANIZATIONAL RISK OR 074 V PM PROGRAM RISK PR 073 V CM AW AWARENESS 098 VI CM DESIRE DR 099 VI CM KNOWLEDGE KN 100 VI CM ABILITY AB 101 VI PM BUSINESS CASE BC 091 VII PM K.P.I MEASUREMENT PLAN KMP 093 VII PM IMPLEMENTATION ROADMAP IR 092 VII PM CM CM COMMUNICATIONS MANAGEMENT 094 VII PM STAKEHOLDER MANAGEMENT SM 095 VII PM RISK MANAGEMENT RM 096 VII CM REINFORCEMENT RF 102 VI PM TRAINING MANAGEMENT TM 088 VII PM COACHING CH 089 VII DL DX COMPETENCY FRAMEWORK CF 081 VII PM PROGRAM BRANDING BR 078 X PM DATA GOVERNANCE (inc. F.A.I.R DATA) DG 085 VIII PM PROOF OF VALUE / CONCEPT PV 077 IX PM IT ITERATIVE DESIGN R 086 IX MAKING DATA INFORMED DECISIONS DI WEIGHING DATA INFORMED DECISIONS DI 028 PM ORGANIZATIONAL STRATEGY O 056 I STRAT PM LEARNING CATALOGUE LN 083 VII C PM COHORT SELECTION CH 087 VII S PM DL+DX MATURITY ASSESSMENT 052 I 001-050 PM PROGRAM ARTIFACTS 059 I 091-097 PM REWARD & RECOGNITION RR 084 VII RR DXA METHODOLOGY Research, design and curation by Alois Nyamarebvu - Founder & Data Literacy Program Architect at Data-X Academy. The Periodic Table of Data Literacy Program Elements reflects +10 years experience, subject matter expert input and a distillation of industry best practice research. NB. This is "A Framework" and NOT "The Framework". Mix as needed. Feedback and suggestions are welcome - Email: trainme@data-x.academy To download a FREE PDF guide visit www.data-x.academy PM LEARNING PATHS LN 082 VII P 4-D DESIGN THINKING DATA LITERACY PROGRAM FRAMEWORK DISCOVER DEFINE DESIGN DELIVER F01 F02 F03 F04 PM KPI - LEARNING REACTION LNK 064 I PM USE CASE MANAGEMENT UC 097 VII UNDERSTANDING DATA WORKING WITH DATA ANALYZING DATA DATA DECISIONING DATA CULTURE + ETHICS ORGANIZATION CONTEXT DIGITAL DEXTERITY(DX) DATA LITERACY ASSESSMENT COMPETENCY AREAS F01 098-099 VI CM 051 CHANGE MANAGEMENT PHASE 099-101 VI CM 079 CHANGE MANAGEMENT PHASE 100-102 VI CM 090 CHANGE MANAGEMENT PHASE Free to distribute, adapt, and build upon, but credit and link www.data-x.academy for the original creation. DL S 038 DL DX P 044 DL DX C 039 DL DX R 040 DL DX I 042 DL DX ORG. PERFORMANCE MEASUREMENT PMO 041 DL DX E 043 DL A 014 DL DATA STORYTELLING VISUALIZE SV 024 DL DATA STORYTELLING COMMUNICATE SC 023 DL 022 DL 021 DL A 015 DL DIAGNOSTIC ANALYTICS DGA 016 DL PREDICTIVE ANALYTICS PRA 017 DL PRESCRIPTIVE ANALYTICS PSA 018 DL DATA VISUALIZATION CREATION DVC 019 DL A 020 DL DL D DL 026 DL CULTURE - DATA LITERACY ADVOCACY DLA 030 DL O 037 DL DATA ETHICS - EXPLAINABILITY ETE 036 DL DATA ETHICS - PRIVACY ETP 035 DL B 034 DL A 033 DL N 032 DX M 045 POLITICAL SAVVINESS - EXTERNAL PL DX E 050 DIGITAL INNOVATION IN DX N 047 DX D 048 DX POLITICAL SAVVINESS - INTERNAL PLI 049 DX L 046 DL 027 M DL W ELEMENT KEY DL - Data Literacy DX - Digital Dexterity PM - Program Management CM - Change Management Element Number Symbol Element Short Description Theme DL DATA CONCEPTS D D I CHANGE MANAGEMENT MODEL PROGRAM PLANNING & EXECUTION ARTIFACTS v.01.2021 A curated set of modular components to help you build and scale a transformative Data Literacy Program using a 4-Phase Design Thinking Framework. PERIODIC TABLE OF DATA LITERACY PROGRAM ELEMENTS 2 0 2 1 Address element groups from left to right. Some elements are more relevant to your context than others depending on job roles, program size and resources available to invest in the data literacy initiative. Refer to the guide for element descriptions. Start at F01. Identify and validate. Build a holistic understanding of data consumer and producer decision needs as well as blockers to achieving desired business outcomes. Value and prioritise interventions. Leverage the assessment to design and implement targeted data culture, competency, governance and supporting infrastructure interventions. Scale sustainably. Codify policies, plans, and practices to reinforce change, manage risks and delivery of demonstrable business value early. 1. 2. 3. 4. PROGRAM MANAGEMENT THEMES I ASSESSMENT III COSTS IV PROGRAM ROLES V PROGRAM RISKS II BENEFITS VI CHANGE MANAGEMENT VIII DATA GOVERNANCE IX TESTING X BRANDING VII PLANS & POLICIES 099-100 VI CM 060 CHANGE MANAGEMENT PHASE PROSCI CHANGE MANAGEMENT MODEL